21 papers · ranked by Valyu relevance
Zijun Li, Linsong Guo, Jiagan Cheng, Quan Chen + 2 more
'Minyi Guo'] The development of cloud infrastructures inspires the emergence of cloud-native computing. As the most promising architecture for deploying microservices, serverless computing has recently attracted more and more attention in both industry and academia. Due to its inherent scalability and flexibility…
Jinfeng Wen, Zhenpeng Chen, Xin Jin, Xuanzhe Liu
Serverless computing is an emerging cloud computing paradigm, being adopted to develop a wide range of software applications. It allows developers to focus on the application logic in the granularity of function, thereby freeing developers from tedious and error-prone infrastructure management. Meanwhile, its unique…
Valerio Besozzi, Matteo Della Bartola, Patrizio Dazzi, Marco Danelutto
The widespread deployment of large-scale, compute-intensive applications such as highperformance computing, artificial intelligence, and big data is leading to convergence between cloud and high-performance computing infrastructures. Cloud providers are increasingly integrating high-performance computing capabilities…
Seungjun Lee, Daegun Yoon, Sangho Yeo, Sangyoon Oh + 4 more
As Artificial Intelligence (AI) is becoming ubiquitous in many applications, serverless computing is also emerging as a building block for developing cloud-based AI services. Serverless computing has received much interest because of its simplicity, scalability, and resource efficiency. However, due to the trade-off…
Mohsen Ghorbian, Mostafa Ghobaei‐Arani
Recently, serverless computing has gained recognition as a leading cloud computing method. Providing a solution that does not require direct server and infrastructure management, this technology has addressed many traditional model problems by eliminating them. Therefore, operational complexity and costs are reduced…
Mohsen Ghorbian, Mostafa Ghobaei-Arani, Leila Esmaeili
The energy-aware scheduling mechanism in serverless computing enables systems to be allocated to IoT devices connected to the network’s edge efficiently based on the energy status of active nodes. In this approach, resource allocation is performed in real-time and according to the energy changes of the nodes, the…
David Pacios, José Luis Vázquez-Poletti, Dattaraj B. Dhuri, Dimitra Atri + 6 more
'Dimitra Atri' 'Rafael Moreno-Vozmediano' 'Robert J. Lillis' 'Nikolaos Schetakis' 'Jorge Gómez-Sanz' 'Alessio Di Iorio' 'Luis Vázquez'] Remote sensing technologies are experiencing a surge in adoption for monitoring Earth’s environment, demanding more efficient and scalable methods for image analysis. This paper…
Urooba Shahid, Ghufran Ahmed, Shahbaz Siddiqui, Junaid Shuja + 4 more
Function as a Service (FaaS) is highly beneficial to smart city infrastructure due to its flexibility, efficiency, and adaptability, specifically for integration in the digital landscape. FaaS has serverless setup, which means that an organization no longer has to worry about specific infrastructure management tasks…
Chavit Denninnart, Thanawat Chanikaphon, Mohsen Amini Salehi
Serverless computing along with Function-as-a-Service (FaaS) is forming a new computing paradigm that is anticipated to found the next generation of cloud systems. The popularity of this paradigm is due to offering a highly transparent infrastructure that enables user applications to scale in the granularity of their…
Lin, Changyuan, Ma, Yuanzhi + 2 more
Public cloud serverless platforms have attracted a large user base due to their high scalability, plug-and-play deployment model, and pay-per-use billing. However, compared to virtual machines and container hosting services, modern serverless offerings typically impose higher per-unit time and resource charges.…
Ming Li, Jianshan Zhang, Jingfeng Lin, Zheyi Chen + 5 more
'Stefan Nastic' 'Patrizio Dazzi' 'Konstantinos Tserpes' 'Sashko Ristov'] The emerging serverless computing has become a captivating paradigm for deploying cloud applications, alleviating developers’ concerns about infrastructure resource management by configuring necessary parameters such as latency and memory…
Jacob Bradford, Divya Joy, Mattias Winsen, Nicholas Meurant + 5 more
Organisations are challenged when meeting the computational requirements of large-scale bioinformatics analyses using their own resources. Cloud computing has democratised large-scale resources, and to reduce the barriers of working with large-scale compute, leading cloud vendors offer serverless computing, a…
Ling-Hong Hung, Niharika Nasam, Chris Biju, Wes Lloyd + 1 more
Singe cell RNA sequencing (scRNA-seq) has become a routine method for measuring cell activities. Processing large scRNA-seq datasets requires high-performance computing resources. The emergence of cloud computing allows us to leverage its on-demand capabilities without major investment in infrastructure. Serverless…
Ling-Hong Hung, Niharika Nasam, Wes Lloyd, Ka Yee Yeung
Singe cell RNA sequencing (scRNA-seq) has become a routine method for measuring cell activities. Processing large scRNA-seq datasets requires high-performance computing resources. The emergence of cloud computing allows us to leverage its on-demand capabilities without major investment in infrastructure. Serverless…
Marco Esposito, Alberto Belli, Lorenzo Palma, Paola Pierleoni + 3 more
'Antonio Puliafito' 'Giovanni Pau' 'Ilsun You'] Smart objects and home automation tools are becoming increasingly popular, and the number of smart devices that each dedicated application has to manage is increasing accordingly. The emergence of technologies such as serverless computing and dedicated machine-to-machine…
Jody Clements, Cristian Goina, Philip M. Hubbard, Takashi Kawase + 4 more
Neuroscience research in Drosophila is benefiting from large-scale connectomics efforts using electron microscopy (EM) to reveal all the neurons in a brain and their connections. In order to exploit this knowledge base, researchers target individual neurons and study their function. Therefore, vast libraries of fly…
Kamal Choudhary
SLMat is a serverless, browser-based toolkit that revolutionizes computational materials science by offering a scalable and efficient alternative to traditional server-based platforms like Google Colab. By eliminating the need for server management and providing persistent setups, SLMat enhances productivity and…
Sara Hong, Yeeun Kim, Jaehyun Nam, Seongmin Kim + 2 more
'Alberto Gotta'] A recent development in cloud computing has introduced serverless technology, enabling the convenient and flexible management of cloud-native applications. Typically, the Function-as-a-Service (FaaS) solutions rely on serverless backend solutions, such as Kubernetes (K8s) and Knative, to leverage the…
Jacob Bradford, Divya Joy, Mattias Winsen, Nicholas Meurant + 4 more
Gene editing has been revolutionised by the CRISPR-Cas9 technology. The versatility and ease-of-use of the technology far exceeds its predecessors, however, the selection of a high-quality guide RNA (gRNA) is critical to directing it to a target site. Selecting gRNA calls upon high-performance algorithms that evaluate…
Chih Chuan Shih, Jieqi Chen, Ai Shan Lee, Nicolas Bertin + 34 more
Genomic researchers are increasingly utilizing commercial cloud platforms (CCPs) to manage their data and analytics needs. Commercial clouds allow researchers to grow their storage and analytics capacity on demand, keeping pace with expanding project data footprints and enabling researchers to avoid large capital…
Authors not listed
Machine learning models are transforming data-driven research across scientific disciplines, yet their deployment as accessible and reliable web services remains a significant challenge. We introduce the NERDD framework, a scalable, maintainable, and secure microservices platform designed to support the sustainable…